Humsana helps digital products infer user state and intent in real time — without surveys, PII, or content analysis.
Two products. One engine. The same behavioral intelligence powers our Partner SDK and Developer tools.
Talk to Us →They don't show:
These signals live in how users interact — not what they click.
From timing, rhythm, and interaction patterns, we infer:
Detect when users pause before actions
Distinguish fast decisions from careful ones
Know when users are overwhelmed
Identify high-intent users
Short-horizon purchase prediction
All in real time. SDK Lite: <20ms. SDK Auth: <100ms.
Predict relationship intent, prevent ghosting, and match on behavioral compatibility — not just preferences.
seriousness: 0.82 → surface to premium matches first.
Detect hesitation, frustration, and optimal timing to convert browsers into buyers.
conversion_readiness: 0.78 → trigger personalized offer.
Flag stress-driven decisions and impulsivity before irreversible actions — reducing disputes and regret.
impulsivity: 0.91 → add confirmation step.
Give AI agents real-time user context for safer, more empathetic responses.
state: vulnerable → AI adjusts tone accordingly.
Timing, motion, and interaction patterns — anonymized at capture.
Cross-device and cross-platform calibration ensures consistency.
Rule-based and ML systems infer intent, stress, and readiness.
Scores, labels, and recommendations your product can act on.
Example response:
{
"context_id": "ctx_9f2c",
"state": "focused",
"confidence": 0.84,
"substates": ["high_engagement", "decision_mode"],
"metrics": {
"stress_level": 0.32,
"focus_level": 0.78,
"cognitive_load": 0.55,
"fatigue_level": 28
},
"behavioral_profile": {
"engagement_level": "high",
"interaction_style": "deliberate",
"session_pattern": "sustained"
},
"predictions": {
"break_needed_in": "25min",
"optimal_action_window": "now"
},
"ai_params": {
"response_length": "moderate",
"tone": "direct",
"include_examples": true
},
"signal_sources": 3,
"latency_ms": 18.6
}
Adds temporal signals, predictions, and AI control parameters.
confidence reflects signal certainty, not user certainty.
We do not support surveillance use cases.
If you're building a product where timing matters, intent matters, safety matters, or trust matters — we should talk.